diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index eb9748a..0269aba 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,46 +1,29 @@
 repos:
--   repo: https://github.com/asottile/yesqa # Remove extraneous QA comments
-    rev: v1.5.0
-    hooks:
-    -   id: yesqa
 -   repo: https://github.com/pre-commit/pre-commit-hooks
     rev: v4.4.0
     hooks:
     -   id: check-yaml # Check YAML files for syntax errors
     -   id: debug-statements # Check for debugger imports and py37+ breakpoint()
-    -   id: end-of-file-fixer # Ensure files end in a newline
-    -   id: trailing-whitespace # Trailing whitespace checker
-# conflicting with "isort"
-# -   repo: https://github.com/asottile/reorder-python-imports # Reorder imports
-#     rev: v3.10.0
-#     hooks:
-#     -   id: reorder-python-imports
--   repo: https://github.com/asottile/pyupgrade # Upgrade Python syntax
-    rev: v3.7.0
-    hooks:
-    -   id: pyupgrade
--   repo: https://github.com/psf/black # Format Python code
-    rev: 23.3.0
-    hooks:
-    - id: black
-      args: [--line-length=120]
--   repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.0.275
+#    -   id: end-of-file-fixer # Ensure files end in a newline
+#    -   id: trailing-whitespace # Trailing whitespace checker
+    -   id: no-commit-to-branch # Prevent committing to main / master
+-   repo: https://github.com/psf/black-pre-commit-mirror
+    rev: 24.1.1
     hooks:
-    - id: ruff
-      args: [--line-length=120, '--ignore=E203', --fix, --exit-non-zero-on-fix]
--   repo: https://github.com/pycqa/bandit # Check code for common security issues
-    rev: 1.7.5
+      - id: black
+        args: [--line-length=120]
+-   repo: https://github.com/pycqa/isort
+    rev: 5.13.2
     hooks:
-    - id: bandit
-      args:
-      - -s
-      - B101
--   repo: https://github.com/PyCQA/docformatter # Format docstrings
-    rev: v1.7.3
+      - id: isort
+        name: isort (python)
+      - id: isort
+        name: isort (cython)
+        types: [cython]
+      - id: isort
+        name: isort (pyi)
+        types: [pyi]
+-   repo: https://github.com/pycqa/flake8
+    rev: 7.0.0
     hooks:
-      - id: docformatter
-        args:
-        - -s numpy
-        - --black
-        - --in-place
+    -   id: flake8